For our denoising, we need to solve a constrained least-squares minimization problem [1]}, [2]} that is not only constrained by linear equalities, which can be solved using Lagrangian multipliers [3]}, but also by bounds, which is also closely related to linear programming [4]}.
Since none of these methods is able to directly solve our model, we design our own variant.
